Dr Markus Hiller
Research Fellow in AI
School of Computing and Information Systems
22 Scholarly works
0 Projects
HIGHLIGHTS
2024
Thesis / Dissertation
Improving the Efficiency of Deep Visual Representation Learning: Less Data and Less Compute
2024
Conference Proceedings
Perceiving Longer Sequences With Bi-Directional Cross-Attention Transformers
DOI: 10.52202/079017-29852023
Journal article
Looking Beyond Two Frames: End-to-End Multi-Object Tracking Using Spatial and Temporal Transformers
DOI: 10.1109/TPAMI.2022.32130732022
Conference Proceedings
On Enforcing Better Conditioned Meta-Learning for Rapid Few-Shot Adaptation
DOI: 10.52202/068431-02932022
Conference Proceedings
Rethinking Generalization in Few-Shot Classification
DOI: 10.52202/068431-02592019
Conference Proceedings
Learning Topometric Semantic Maps from Occupancy Grids
DOI: 10.1109/IROS40897.2019.89681112019
Conference Proceedings
Neural Network Aided Potential Field Approach for Pedestrian Prediction
DOI: 10.1109/SDF.2019.8916659
RECENT SCHOLARLY WORKS
2019
Conference Proceedings
6DoF pose-estimation pipeline for texture-less industrial components in bin picking applications
DOI: 10.1109/ECMR.2019.88709202019
Conference Proceedings
Systematic Analysis of the PMBM, PHD, JPDA and GNN Multi-Target Tracking Filters
DOI: 10.23919/fusion43075.2019.90113492019
Conference Proceedings
World Modeling for Mobile Platforms Using a Contextual Object-Based Representation of the Environment
DOI: 10.1109/CYBER.2018.8688197